Framework
Custom agents
37,503 Custom AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.
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Custom agents — page 113 of 376
Cross-Platform High-Level LLM Library
MUA-RL: MULTI-TURN USER-INTERACTING AGENT REINFORCEMENT LEARNING FOR AGENTIC TOOL USE
基于 claude-agent-sdk 的智能渗透测试 Agent，用于参与第二届 TCH 智能渗透挑战赛。
General agent evaluation framework
B2B software vendor evaluation skill for Claude Code — domain-expert questions, vendor AI agent conversations, evidence-based scoring
KiraAI, a modular, multi-platform AI digital life that connects Large Language Models (LLMs) and various chat adapters (QQ, Telegram...)
EmbodiedAgents is a fully-loaded ROS2 based framework for creating interactive physical agents that can understand, remember, and act upon contextual information from their environment.
Multi-agent exploratory data analysis system with autonomous insights, visualization, preprocessing, and reporting workflows.
The first autonomous, continuously-running trading agent for prediction markets. Live on Polymarket.
Drupal AI skills, agents, rules, hooks, commands for claude, codex, etc.
Agent Memory Benchmark
Human-driven multi-agent dashboard for Claude Code, Codex, Gemini & OpenCode. Web UI, project wiki, shared content, and MCP-based agent messaging — see every agent, coordinate manually, intervene instantly.
A universal scaffold for AI-assisted game development. 42 agents, 51 commands, 86 skills. Multi-engine (Unity, Unreal, Godot, HTML). Multi-harness (Claude Code, Codex, Cursor, OpenCode, Kiro).
AI agent skills for Sealos — deploy any project, provision databases, object storage & more with one command. Works with Claude Code, Gemini CLI, Codex.
Self-hosted search API + MCP server for AI agents. Bundles SearXNG. Zero API keys, one-command deploy. Open-source alternative to Tavily, Exa, and Serper.
Marketing skills for AI agents — paid ads, social media, SEO, competitor research, creative generation, email, analytics, and more. Powered by Hyper MCP.
Daily in-depth Chinese analyses of frontier AI research papers, including topics such as LLMs, agents, RAG, and RL. AI 前沿论文中文深度解读
A framework for building nexuses of agents -- where intelligence emerges from interaction, not isolation.
GitHub Actions bot that automatically reviews pull requests using the Claude API, posting inline comments and a summary on every PR.
Local GUI client for full-access multi-model coding agents
Complete ETCLOVG framework for AI Agent workflows - DAG+FSM orchestration, Ebbinghaus memory, discipline routing, skill evolution, trace system, governance. 80+ tests, zero deps, 7/7 layers.
a self improving operating system for intelligence
Agentic runtime in Rust — persistent, supervised agents. Self-hosted, local-first, zero telemetry. Apache 2.0.
On-demand, context-aware AI code reviews in your Git workflow or IDE as you code.
World-model-as-a-harness for simulating AI agent environments
Namespace, live presence, and reputation layer for AI agents on Solana.
Give your AI Agent a whole IDE, not just the files
Living Memory Coordinate-5: five-axis memory architecture for long-running LLM agents. Minimal SQLite + production PostgreSQL/pgvector reference impls, multi-channel recall pipeline, LLM-proposed hippocampus, persona policies, VPS 7×24 deployment shape. Not another vector DB.
Adaptable, accountable AI teams. Visually
Homekit gives any AI agent direct, physical control over Apple Home. Flip lights. Lock doors. Read sensors. Through a single open interface.
🍊 Akka（阿卡）- Self-learning, 24/7 Creator AI Agent
A programmable tool and agent runtime for Pi
An editor for teams of local coding agents (Claude Code, Codex, and friends)
Lab Walkthrough and Demo for the "Collaborating with agents in your software development workflow" workshop
🍊 Akka（阿卡）- Self-learning, 24/7 Creator AI Agent
A RiveScript interpreter for Java. RiveScript is a scripting language for chatterbots.
Synthora is a lightweight, extensible framework for LLM-driven agents and ALM research. It provides the essential components to build, test, and evaluate agents, enabling you to assemble an agent with a single configuration file. Our goal is to minimize effort while delivering robust functionality.
🕵🏻♂️ AI agent that automates code management and feature integration in Next.js codebases through natural language commands
Informational Discord bot for your Minecraft server
🚀 An advanced Python Discord bot for everyone
Shinkai allows you to create AI agents without touching code. Define tasks, schedule actions, and let Shinkai write custom code for you. Native crypto support included.
Visual Studio Code extension for AI-powered code completion. The free analog of Github Copilot powered by GPT3 official API.
AI agent harness for Active Directory offensive security — 8 skill domains, 13 slash commands, 7 agents, ROE-safe orchestration. Part of DoOS by Evaluris Solutions Labs.
AI-first learning platform with a tutor grounded in the course itself, multi-modal authoring, and verifiable credentials — FastAPI + Next.js, Groq Llama 3.3 70B, MCP server, golden eval suite. Live demo at lumen.ahmedhobeishy.tech.
An application that provides complete assistance to farmers right from sowing to harvesting. Its features include plant disease detection, crop recommendation, real-time API support for environment analysis, detailed crop-cost analysis, buy/sell/rent farming equipment and an interactive farmers' community.
Open source Java Chat Bot project.
Getting Started Template for Docker Users
This includes the original implementation of CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control.
Decentralized adapter registry for AI agent-tool interfacing
Workshop on developing product features with agentic coding practices
llama-stack-client-swift brings the inference and agents APIs of Llama Stack to iOS.
Mobile control plane for AI agents. Rust + GPUI + QUIC. Available on iOS/Android
Vulnerability impact analyzer that reduces false positives in SCA tools by performing intelligent code analysis. Uses agentic AI with open source models to understand CVEs and verify actual vulnerability impact in your codebase. Keeps your code secure with on-premises execution and human-in-the-loop verification.
Verbosity control for AI agents
an implementation of the ideas in Erik Meijer's "Guardians of the Agents: Formal Verification of AI Workflows" (Communications of the ACM, January 2026)
Permguard is the authorization engine for both worlds: enforce policies on today's systems, enforce continuity on tomorrow's. One engine for governance, AI agents, and distributed execution.
OMF is a compact, user-friendly specification that defines a lightweight API contract between client and server for building conversational agents, and defines a standard schema for the "messages" object, which contains user and assistant interactions.
Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning
Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021
The implementation of AAAI 2022 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".
NeurIPS 2025: Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs
Automated Deep Research with LLMs, web search, paper parsing, and didactic summarization.
Science-driven chatbot development
An open-source implementaion for fine-tuning SmolVLM.
[SOICT 2024] LLM-Powered Video Search: A Comprehensive Multimedia Retrieval System
PDF Parsing Tool: GOT's vLLM acceleration implementation, MinerU for layout recognition, and GOT for table formula parsing.
A sample project to showcase agentic AI development with Power BI
A blueprint for AI development, focusing on applied examples of RAG, information extraction, analysis and fine-tuning in the age of LLMs and agents.
ContextX: Context-driven AI development framework powered by Claude Code. Transform documents into complete projects with intelligent agent workflows.
[IROS 2024] Official implementation of paper: DriVLMe: "Enhancing LLM-based Autonomous Driving Agents with Embodied and Social Experience"s
Multi-Agent eXchange simulator developed at Oxford-Man Institute
A curated list of efficient, open-source, OpenClaw-inspired AI assistant agents.
A command-line chatbot built with Spring AI that demonstrates Retrieval-Augmented Generation (RAG) and conversational memory capabilities.
KGB-RAG是一个基于neo4j图数据库和其他图数据库的知识图谱检索系统，它可以根据用户的自然语句提问，从原数据库获取相关实体信息，并通过知识图谱检索技术以及结合大模型自身能力来增强回答用户的自然语言提问。
Hands-on hackathon challenges for developing intelligent multi-agent systems with Azure AI services, featuring insurance claim processing workflows and agent coordination.
自适应智能客服项目（Agentic agent）。不用coze/dify，适合程序员的智能客服，自己编程做一个可控的能够完成工作的客服，只需要2个简单文件，稍微配置一下就实现.适合wordpress /其他的
BioDSA: Framework for Vibe Prototyping of AI Agents for Biomedicine
FileGram: Grounding Agent Personalization in File-System Behavioral Traces
villager is an extensible agent based modeling (ABM) framework for the R language. It supports agents, agent aggregations and their associated resources, as well as flexible data management.
Watchtower — monitor, inspect, and debug all API traffic between AI coding agents (Claude Code, Codex CLI) and their APIs, with a real-time web dashboard.
Multi-column chat interface for OpenClaw agents
Local AI chatbot for Matrix with infinite personalities, tool calling, and MCP — powered by Ollama
Structured project lifecycle plugin for Claude Code — from idea to production with discipline, parallel agents, and quality gates.
Iterative specification refinement tool: feeds your docs through GPT Pro Extended Reasoning via Oracle for multiple revision rounds until production-ready
a unix-like du command line tool to count token usage per files and directories
Agent Network Protocol White Paper
Build validated web research processes through self-annealing loops. 138 patterns tested, 90%+ accuracy. Works with Claude Code, Clay, any AI agent.
AI-powered ESP32 pentesting device with RF replay, RF jammer, IR control and BadUSB capabilities. Built for LilyGO T-Embed CC1101 & LilyGO T-Watch-S3
DataSciBench: An LLM Agent Benchmark for Data Science (Findings of ACL 2026)
Digital archaeology skill for cataloging rare hardware, archiving software assets, and bridging to Beacon agent identities and RustChain Proof-of-Antiquity attestations. Based on Echoes of the Silicon Age research.
SMART is an efficient soft-tool that bridge the gap between Multi-Agent Path Finding (MAPF) and real-world application. More details can be found in our paper: Advancing MAPF towards the Real World: A Scalable Multi-Agent Realistic Testbed (SMART) [1].
思維模型工具箱 — 200+ mental models across 10 domains for AI-assisted thinking. Agent Skill for Claude Code.
Voice-powered AI assistant platform — connect any LLM, any TTS, with a live web canvas, music generation, and agent orchestration using openclaw. Install: npx openvoiceui setup
An [Agent Skill](https://agentskills.io) that enables AI coding agents to tackle complex, long-running implementation tasks autonomously.
🤖 Cortex AI: #1 AI Trading Bot for Crypto, Forex & Stocks. Automated Arbitrage Engine v3.4. Works on Solana, TON, Binance & Bybit. Best Free Crypto Trading Bot 2026.
Open source Claude Managed Agents template. Build your own agent.
Automate end-to-end AI governance with Microsoft Purview DSPM for AI and Defender for AI. Configure DLP, sensitivity labels, audit logging, and threat detection across M365 Copilot, Microsoft Foundry, Microsoft Fabric, and custom agentic solutions.
Ares is an autonomous security operations platform where LLM-driven red and blue team agents operate against each other on live infrastructure, enabling realistic evaluation of attack and defense.